Created
February 3, 2020 00:22
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Comparison of GRUtils and GR plotting times
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using BenchmarkTools | |
times = Dict{String, Float64}() | |
times["using"] = @elapsed using GR | |
# times["using"] = @elapsed using GRUtils | |
x = LinRange(-2, 2, 40) | |
y = x.^3 .+ x.^2 .+ x .+ 6 | |
times["plot_first"] = @elapsed plot(x, y); | |
times["plot"] = @belapsed plot(x, y); | |
# times["plot_draw"] = @belapsed draw($(gcf())) | |
times["stem_first"] = @elapsed stem(x, y); | |
times["stem"] = @belapsed stem(x, y); | |
# times["stem_draw"] = @belapsed draw($(gcf())) | |
x = LinRange(0, 1, 11) | |
y = LinRange(0, 1, 11) | |
s = LinRange(50, 400, 11) | |
c = LinRange(0, 255, 11) | |
times["scatter_first"] = @elapsed scatter(x, y, s, c); | |
times["scatter"] = @belapsed scatter(x, y, s, c); | |
# times["scatter_draw"] = @belapsed draw($(gcf())) | |
x = LinRange(0, 30, 1000) | |
y = cos.(x) .* x | |
z = sin.(x) .* x | |
times["plot3_first"] = @elapsed plot3(x, y, z); | |
times["plot3"] = @belapsed plot3(x, y, z); | |
# times["plot3_draw"] = @belapsed draw($(gcf())) | |
x = 2 .* rand(100) .- 1 | |
y = 2 .* rand(100) .- 1 | |
z = 2 .* rand(100) .- 1 | |
c = 999 .* rand(100) .+ 1 | |
times["scatter3_first"] = @elapsed scatter3(x, y, z, c); | |
times["scatter3"] = @belapsed scatter3(x, y, z, c); | |
# times["scatter3_draw"] = @belapsed draw($(gcf())) | |
angles = LinRange(0, 360, 40) | |
radii = LinRange(0, 2, 40) | |
times["polar_first"] = @elapsed polar(angles, radii); | |
times["polar"] = @belapsed polar(angles, radii); | |
# times["polar_draw"] = @belapsed draw($(gcf())) | |
numbers = [10, 15, 35, 20] | |
times["barplot_first"] = @elapsed barplot(numbers); | |
times["barplot"] = @belapsed barplot(numbers); | |
# times["barplot_draw"] = @belapsed draw($(gcf())) | |
data = 2 .* randn(100) .- 1 | |
times["histogram_first"] = @elapsed histogram(data, nbins=19); | |
times["histogram"] = @belapsed polarhistogram(data, nbins = 19); | |
# times["histogram_draw"] = @belapsed draw($(gcf())) | |
x = 8 .* rand(100) .- 4 | |
y = 8 .* rand(100) .- 4 | |
z = sin.(x) + cos.(y) | |
times["contour_first"] = @elapsed contour(x, y, z); | |
times["contour"] = @belapsed contour(x, y, z); | |
# times["contour_draw"] = @belapsed draw($(gcf())) | |
times["contourf_first"] = @elapsed contourf(x, y, z); | |
times["contourf"] = @belapsed contourf(x, y, z); | |
# times["contourf_draw"] = @belapsed draw($(gcf())) | |
times["surface_first"] = @elapsed surface(x, y, z); | |
times["surface"] = @belapsed surface(x, y, z); | |
# times["surface_draw"] = @belapsed draw($(gcf())) | |
times["tricont_first"] = @elapsed tricont(x, y, z); | |
times["tricont"] = @belapsed tricont(x, y, z); | |
# times["tricont_draw"] = @belapsed draw($(gcf())) | |
times["trisurf_first"] = @elapsed trisurf(x, y, z); | |
times["trisurf"] = @belapsed trisurf(x, y, z); | |
# times["trisurf_draw"] = @belapsed draw($(gcf())) | |
x = LinRange(-2, 2, 40) | |
y = LinRange(0, pi, 20) | |
z = sin.(x') .+ cos.(y) | |
times["heatmap_first"] = @elapsed heatmap(z); | |
times["heatmap"] = @belapsed heatmap(z); | |
# times["heatmap_draw"] = @belapsed draw($(gcf())) | |
x = LinRange(-3, 3, 150) | |
y = LinRange(-2, 2, 100) | |
data = (sin.(exp.(x'.^2 .+ y.^2)) .+ sin.(x') .+ cos.(y) .+ 3) ./ 6 | |
times["imshow_first"] = @elapsed imshow(data); | |
times["imshow"] = @belapsed imshow(data); | |
# times["imshow_draw"] = @belapsed draw($(gcf())) | |
x = randn(100_000) | |
y = randn(100_000) | |
times["hexbin_first"] = @elapsed hexbin(x, y); | |
times["hexbin"] = @belapsed hexbin(x, y); | |
# times["hexbin_draw"] = @belapsed draw($(gcf())) |
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action | GR_REPL | GRUtils_REPL | GR_Atom | GRUtils_Atom | |
---|---|---|---|---|---|
using | 0.223680613 | 0.285953417 | 0.491525951 | 0.623560722 | |
plot | 0.000137675 | 0.000037229 | 0.000889395 | 0.000040197 | |
plot_draw | 0.000137675 | 0.0001202 | 0.000889395 | 0.000849945 | |
plot_first | 6.315205215 | 4.946901938 | 5.765720028 | 4.430257237 | |
stem | 0.000172679 | 0.000044116 | 0.001133914 | 0.000047646 | |
stem_draw | 0.000172679 | 0.093184116 | 0.001133914 | 0.001070508 | |
stem_first | 0.200612605 | 1.135229505 | 0.205703633 | 0.964751636 | |
scatter | 0.000168175 | 0.000047914 | 0.001011698 | 0.000051283 | |
scatter_draw | 0.000168175 | 0.000163957 | 0.001011698 | 0.017981097 | |
scatter_first | 0.903966687 | 1.416969341 | 0.764924316 | 1.315263101 | |
plot3 | 0.00028212 | 0.000063761 | 0.002413806 | 0.000068417 | |
plot3_draw | 0.00028212 | 0.000244047 | 0.002413806 | 0.002330079 | |
plot3_first | 0.597078723 | 1.262999668 | 0.55143241 | 1.267135936 | |
scatter3 | 0.000418588 | 0.000050095 | 0.00184349 | 0.000052571 | |
scatter3_draw | 0.000172679 | 0.000345688 | 0.001133914 | 0.018721189 | |
scatter3_first | 0.629594002 | 0.9778866 | 0.719262273 | 0.976399687 | |
polar | 0.000351449 | 0.000041613 | 0.004433683 | 0.000043473 | |
polar_draw | 0.000351449 | 0.000338987 | 0.004433683 | 0.004889358 | |
polar_first | 0.935242463 | 0.698529356 | 0.793391509 | 0.69840062 | |
barplot | 0.000144184 | 0.000079509 | 0.000716022 | 0.000084296 | |
barplot_draw | 0.000144184 | 0.000176783 | 0.000716022 | 0.000728754 | |
barplot_first | 0.596450268 | 1.667386365 | 0.537536099 | 1.65535172 | |
histogram | 0.000453789 | 0.000044022 | 0.003787628 | 0.000047001 | |
histogram_draw | 0.000453789 | 0.000503591 | 0.003787628 | 0.00732146 | |
histogram_first | 0.630497107 | 0.587495007 | 0.679965572 | 0.407321093 | |
contour | 0.022472762 | 0.003549253 | 0.040419438 | 0.003542384 | |
contour_draw | 0.022472762 | 0.020019023 | 0.040419438 | 0.04810037 | |
contour_first | 0.589160599 | 1.52636179 | 0.700398462 | 1.591968656 | |
contourf | 0.025655879 | 0.003551567 | 0.071579096 | 0.003546062 | |
contourf_draw | 0.025655879 | 0.025841751 | 0.071579096 | 0.079651204 | |
contourf_first | 0.0600038 | 1.097375617 | 0.156548324 | 1.141655789 | |
surface | 0.006535595 | 0.002596929 | 0.181782569 | 0.002587093 | |
surface_draw | 0.006535595 | 0.00709447 | 0.181782569 | 0.224208736 | |
surface_first | 0.10076005 | 1.319987449 | 0.349841764 | 1.372037428 | |
tricont | 0.0007994 | 0.000053078 | 0.003595689 | 0.000054815 | |
tricont_draw | 0.0007994 | 0.000803592 | 0.003595689 | 0.020005941 | |
tricont_first | 0.036397848 | 0.964567816 | 0.096189964 | 1.049844137 | |
trisurf | 0.000763002 | 0.05352 | 0.012406126 | 0.000057479 | |
trisurf_draw | 0.000763002 | 0.05416591 | 0.012406126 | 0.020687864 | |
trisurf_first | 0.037272114 | 0.602135149 | 0.061864082 | 0.53061514 | |
heatmap | 0.000284836 | 0.000047068 | 0.183028549 | 0.000049807 | |
heatmap_draw | 0.000284836 | 0.000176249 | 0.183028549 | 0.193945573 | |
heatmap_first | 0.594620311 | 1.270289884 | 0.802287037 | 1.235813156 | |
hexbin | 0.004028971 | 0.000537244 | 0.026483921 | 0.000551533 | |
hexbin_draw | 0.000453789 | 0.003836346 | 0.003787628 | 0.035808649 | |
hexbin_first | 0.511794474 | 0.978538261 | 0.614035381 | 0.970469035 | |
imshow | 0.004688416 | 0.213681317 | 0.191214886 | 0.227617972 | |
imshow_draw | 0.004688416 | 0.213777299 | 0.191214886 | 0.429620427 | |
imshow_first | 0.426803897 | 2.120557879 | 0.566177173 | 1.984228983 |
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